Items where Author is "Putcha, Srshti"

Aicher, Christopher and Putcha, Srshti and Nemeth, Christopher and Fearnhead, Paul and Fox, Emily B. (2025) Stochastic Gradient MCMC for Nonlinear State Space Models*. Bayesian Analysis, 20 (1). pp. 1385-1407. ISSN 1936-0975

Putcha, Srshti and Fearnhead, Paul and Nemeth, Christopher (2024) Scalable Bayesian Inference Using Stochastic Gradient Markov Chain Monte Carlo. PhD thesis, Lancaster University.

Putcha, Srshti and Nemeth, Christopher and Fearnhead, Paul (2023) Preferential Subsampling for Stochastic Gradient Langevin Dynamics. Proceedings of Machine Learning Research, 206. pp. 8837-8856. ISSN 2640-3498

Aicher, Christopher and Putcha, Srshti and Nemeth, Christopher and Fearnhead, Paul and Fox, Emily B. (2019) Stochastic Gradient MCMC for Nonlinear State Space Models. arXiv.